Python Deep Learning Neural Network API

Python Deep Learning Neural Network API

Learn to build, train, and deploy deep learning models using Keras, a powerful neural network API for Python. Master data preprocessing, artificial neural network construction, convolutional neural networks (CNNs), transfer learning, and model deployment techniques. Explore GPU support, data augmentation, and reproducibility in neural networks. Implement web services with Flask, create front-end applications, and utilize TensorFlow.js for client-side neural networks. Gain hands-on experience with popular architectures like MobileNet and VGG16, while diving into tensor operations, broadcasting, and debugging techniques essential for deep learning projects.